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  • Are a few people ruining the internet for the rest of us?

    Technology technology
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    [image: ec1c05b8-0650-4b4b-b52a-dd9eb7ed9d02.png]
  • AI Leaves Digital Fingerprints in 13.5% of Scientific Papers

    Technology technology
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    So they established that language patterns measured by word frequency changed between 2022 and 2024. But did they also analyse frequencies across other 2-year time periods? How much difference is there for a typical word? It looks like they have a per-frequency significance threshold but then analysed all words at once, meaning that random noise would turn up a bunch of "significant" results. Maybe this is addressed in the original paper which is not linked.
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    toastedravioli@midwest.socialT
    ChatGPT is not a doctor. But models trained on imaging can actually be a very useful tool for them to utilize. Even years ago, just before the AI “boom”, they were asking doctors for details on how they examine patient images and then training models on that. They found that the AI was “better” than doctors specifically because it followed the doctor’s advice 100% of the time; thereby eliminating any kind of bias from the doctor that might interfere with following their own training. Of course, the splashy headline “AI better than doctors” was ridiculous. But it does show the benefit of having a neutral tool for doctors to utilize, especially when looking at images for people who are outside of the typical demographics that much medical training is based on. (As in mostly just white men. For example, everything they train doctors on regarding knee imagining comes from images of the knees of coal miners in the UK some decades ago)
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    Nobody is ignoring these imperial invasions, genocides, etc. USA is actively supporting them.
  • AI search finds publishers starved of referral traffic

    Technology technology
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    alk@sh.itjust.worksA
    They really do! It's nice to read something that's clearly hand crafted and high quality, especially the big news roundups that you do, as opposed to the usual SEO slop most news sites have. It's a treat every time a new one comes out.
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    If you're a developer, a startup founder, or part of a small team, you've poured countless hours into building your web application. You've perfected the UI, optimized the database, and shipped features your users love. But in the rush to build and deploy, a critical question often gets deferred: is your application secure? For many, the answer is a nervous "I hope so." The reality is that without a proper defense, your application is exposed to a barrage of automated attacks hitting the web every second. Threats like SQL Injection, Cross-Site Scripting (XSS), and Remote Code Execution are not just reserved for large enterprises; they are constant dangers for any application with a public IP address. The Security Barrier: When Cost and Complexity Get in the Way The standard recommendation is to place a Web Application Firewall (WAF) in front of your application. A WAF acts as a protective shield, inspecting incoming traffic and filtering out malicious requests before they can do any damage. It’s a foundational piece of modern web security. So, why doesn't everyone have one? Historically, robust WAFs have been complex and expensive. They required significant budgets, specialized knowledge to configure, and ongoing maintenance, putting them out of reach for students, solo developers, non-profits, and early-stage startups. This has created a dangerous security divide, leaving the most innovative and resource-constrained projects the most vulnerable. But that is changing. Democratizing Security: The Power of a Community WAF Security should be a right, not a privilege. Recognizing this, the landscape is shifting towards more accessible, community-driven tools. The goal is to provide powerful, enterprise-grade protection to everyone, for free. This is the principle behind the HaltDos Community WAF. It's a no-cost, perpetually free Web Application Firewall designed specifically for the community that has been underserved for too long. It’s not a stripped-down trial version; it’s a powerful security tool designed to give you immediate and effective protection against the OWASP Top 10 and other critical web threats. What Can You Actually Do with It? With a community WAF, you can deploy a security layer in minutes that: Blocks Malicious Payloads: Get instant, out-of-the-box protection against common attack patterns like SQLi, XSS, RCE, and more. Stops Bad Bots: Prevent malicious bots from scraping your content, attempting credential stuffing, or spamming your forms. Gives You Visibility: A real-time dashboard shows you exactly who is trying to attack your application and what methods they are using, providing invaluable security intelligence. Allows Customization: You can add your own custom security rules to tailor the protection specifically to your application's logic and technology stack. The best part? It can be deployed virtually anywhere—on-premises, in a private cloud, or with any major cloud provider like AWS, Azure, or Google Cloud. Get Started in Minutes You don't need to be a security guru to use it. The setup is straightforward, and the value is immediate. Protecting the project, you've worked so hard on is no longer a question of budget. Download: Get the free Community WAF from the HaltDos site. Deploy: Follow the simple instructions to set it up with your web server (it’s compatible with Nginx, Apache, and others). Secure: Watch the dashboard as it begins to inspect your traffic and block threats in real-time. Security is a journey, but it must start somewhere. For developers, startups, and anyone running a web application on a tight budget, a community WAF is the perfect first step. It's powerful, it's easy, and it's completely free.
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    PSA OP "wikipediasuckscoop" seems to have a personal vendetta against wikipedia. All their posts are various articles bashing the site.
  • Revolutionary cooling technology emerges from Slovenia

    Technology technology
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    You know what's even cheaper to run than this "new technology"? Breathy promotion pieces that give no evidence whatsoever to support it's claims. Way to go, PR folks.